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Albert Cabellos-Aparicio

Barcelona Neural Networking Center, Universitat Politècnica de Catalunya, Spain

Ordered Topological Deep Learning: a Network Modeling Case Study

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Mar 20, 2025
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RouteNet-Gauss: Hardware-Enhanced Network Modeling with Machine Learning

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Jan 15, 2025
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Detecting Contextual Network Anomalies with Graph Neural Networks

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Dec 11, 2023
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Building a Graph-based Deep Learning network model from captured traffic traces

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Oct 18, 2023
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Topological Graph Signal Compression

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Aug 21, 2023
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GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters

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Aug 09, 2023
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MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering

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Mar 31, 2023
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Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow

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Dec 23, 2022
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RouteNet-Fermi: Network Modeling with Graph Neural Networks

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Dec 22, 2022
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RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation

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Feb 28, 2022
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